Futurist AI New York, NY
Natural Language Processing Intern September 2020 – Present

• Applied NLP in Python for sentiment analysis on customer product reviews gathered using web scraping tools
• Deployed web application in Django and JavaScript to derive business intelligence from customer preferences

Related Digital, Dogus Group Istanbul, Turkey
Software Developer Intern July 2020 – September 2020

• Developed real-time reporting feature of Marketing Automation Platform used by 1500+ companies in .NET and C#
• Created a microservice that implements data transfer over RabbitMQ to reporting environment in Amazon Redshift
• Incorporated data visualization tools in Power BI to create interactive reports that provide client-focused insights

Aplimax Software and Consulting Services Istanbul, Turkey
Machine Learning Intern May 2020 – June 2020

• Designed convolutional neural network (CNN) using TensorFlow for crack detection on smartphone screens
• Trained the model on custom dataset and achieved 90% accuracy in multi-label Image Classification
• Gathered ten thousand images using Web Scraping tools with Python and labeled the dataset for Supervised Learning

Istanbul Technical University Istanbul, Turkey
Research Intern December 2017 – September 2018

• Classified electrocardiography signals using Deep Learning and CNNs for identifying heart arrhythmia in patients
• Formed datasets by transforming records of MIT-BIH arrhythmia database into 2D images in Python using OpenCV
• Optimized performance by testing loss functions and metrics to improve accuracy leading to 99% success rate
• Acknowledged in research article accepted to the journal of Neural Computing and Applications

People in Action (PiA) Istanbul, Turkey
Software Developer Intern August 2017 – August 2017

• Assisted in application development and user interface design using Android Studio in Java
• Utilized Agile principles at project planning meetings regarding software developed for telecommunications operator
• Carried out unit and integration tests providing performance reports with improvement procedures

Gamester Istanbul, Turkey
Intern June 2015 – August 2015

• Tested new games to ensure code changes met specifications using Unity and Microsoft Visual Studio
• Managed daily operations of online gaming platform by selecting content and providing descriptions for games